Claire E. Heaney

Data Learning: Integrating Data Assimilation and Machine Learning

Caterina Buizza, César Quilodrán Casas, Philip Nadler et al. · Journal of Computational Science · 2021 · 138 citations

Engineering, Machine Learning, Data Science +5

A reduced order model for turbulent flows in the urban environment using machine learning

Dunhui Xiao, Claire E. Heaney, Laetitia Mottet et al. · Building and Environment · 2018 · 137 citations · Full text

Reduced Order Modeling, Reduced Order Model, Engineering +10

A domain decomposition non-intrusive reduced order model for turbulent flows

Dunhui Xiao, Claire E. Heaney, F. Fang et al. · Computers & Fluids · 2019 · 73 citations · Full text

Numerical Analysis, Aeroacoustics, Reduced Order Modeling +10

An autoencoder-based reduced-order model for eigenvalue problems with\n application to neutron diffusion

Toby R. F. Phillips, Claire E. Heaney, Paul N. Smith et al. · arXiv (Cornell University) · 2020 · 66 citations · Full text

A domain decomposition method for the non-intrusive reduced order modelling of fluid flow

Dunhui Xiao, F. Fang, Claire E. Heaney et al. · Computer Methods in Applied Mechanics and Engineering · 2019 · 58 citations · Full text

Numerical Analysis, Reduced Order Modeling, Engineering +9